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1 了 Are We Ready for Bibliomining? 立 Jiann-Cherng Shieh Graduate Institute of Library and Information Studies, National Taiwan Normal University 年料料領料露理參料量料理量料例行理 Abstract Recently, data warehouse and data mining techniques are gradually applied to libraries domains. Through data aggregation and useful information disclosure, it is positive that librarians make use of the results in their strategic management and daily operations. Bibliomining is to adopt data mining and bibliometric tools to those of data produced by library services, to get the valuable information, then to support decision-makings and to improve services quality. Library managers should pay much attention to the related issues especially when they are going to bibliomining. In this context, by reviewing the past researches and bibliomining practices in libraries, we will show you what are the real critical factors in bibliomining process and concisely indicate what we can do.

2 理料 Keywords: Bibliomining, Library Management, Data Mining 流料利料料索度年料料不領索更讀讀讀不例料料理理讀料論年讀行讀力理讀 Nicholson Scott 2003 Bibliomining(data mining for libraries) 利料 (data mining) 量 (bibliometric) 料料理料率不料料理讀領領什料料理度露力料料料料料異料來料料

3 料不度行料料理類例略料理理不度念料行列 Han & Kamber 料料料來易料料料料料料料料料料度料理利料料行料都理料不異料料料聯料料料料料理料料便料料理理理料理料料料料料累更料林料量料理參 2 林 2005

4 料料料理料 (pattern) 料料 (extracted data) (data warehouse) 識 (knowledge) 料 (operational database) (flat file) 料料理料理理料不不料來若立料料理

5 料了領識料料立料料料行料料度料念料數料利不類路聯料料不領例行不料類類聯索類索索離例列立識領料類異不聯類列類路 SPSS Clementine Cognos Scenario and Business Objects HNC Database Mining Workstation NeoVista Decision Series SAS Enterprise Miner IBM Intelligent Miner Knowledge Studio Unica PRW SGI MineSet Oracle Darwin 林 2005 料料 Nicholson 年料領料利料量料理說料量讀行

6 理參 Nicholson Scott (2003) Bibliomining (1) (determining areas of focus) (2) 料來 (identifying internal and external data sources 異料料來料來 (3) 匿料料 (collectin cleaning and anonymizing the data into a data warehouse 料不匿料料立料讀 (4) (selecting appropriate analysis tools 利理 (on-line analytical processing) 利料行料 (5) 料 (discovery of patterns through data mining) 不讀來 (6) (analyzing and implementing the results 領料來料來來料錄參利讀料不類參不不料利聯讀錄聯讀讀了讀讀利歷錄聯利讀年歷錄不讀讀利讀讀讀率讀度流率利料讀識

7 識料理錄聯聯讀讀讀利聯行率讀讀行類立類料讀行利讀錄立料參類聯利行類讀了更讀利料類聯行索錄讀讀讀錄類類類類聯列利聯錄讀參利流錄讀來年度參利流錄立參錄讀錄行料立讀利念行列讀讀理論行讀來例若讀來讀讀便來讀

8 類來料領讀行讀讀料料不理讀理料料料料料料理料料料料料不理靈丹論若料臨什裡料度

9 料量理理理理臨狀論理略理略理理理讀列理略理力理略理不易略不理類不料不不行理讀流讀率聯讀料料流料索不讀行類讀料料流料論料索量狀料料料料來不讀料料流料料錄錄料類理錄料度數料料料錄料讀讀行錄料

10 數料論數理度行流行不行料理料料料料料行理便料料來不料來料料理不易料便理料料料立理料念聯料料理料立料理力料立料料論料料不理領理靈丹理料料易了參錄利館

11 類聯館論館館論立利料館論立林料行論立館館館流錄論立料數館理論類神路論立北料館利料館益論利料館論立館錄論立料館理館料館料館行理

了立連立量領來例蘭便不數不論更更更力更參例來例見量度量量參論量行量量瑩理來錄量量不力省力立力量量量了量便錄錄錄料說省 6

了立連立量領來例蘭便不數不論更更更力更參例來例見量度量量參論量行量量瑩理來錄量量不力省力立力量量量了量便錄錄錄料說省 6 量領力不參劣說更省量量省狀切領量例類說留見省良料錄立料省力念了省良練理流論 5 了立連立量領來例蘭便不數不論更更更力更參例來例見量度量量參論量行量量瑩理來錄量量不力省力立力量量量了量便錄錄錄料說省 6 說量力量